Abstract:
Disclosed here is a method for making a three-dimensional micro-architected aerogel, comprising: (a) curing a reaction mixture comprising a co-sol-gel material (e.g., graphene oxide (GO)) and at least one catalyst to obtain a crosslinked co-sol-gel (e.g., GO hydrogel); (b) providing a photoresin comprising a solvent, a photoinitiator, a crosslinkable polymer precursor, and a dispersion of the crosslinked co-sol-gel (e.g., GO hydrogel); (c) curing the photoresin using projection microstereolithography layer-by-layer to produce a wet gel having a pre-designed three-dimensional structure; (d) drying the wet gel to produce a dry gel; and (e) pyrolyzing the dry gel to produce a three-dimensional micro-architected aerogel (e.g., graphene aerogel). Also disclosed is a photoresin for projection microstereolithography, comprising a solvent, a photoinitiator, a crosslinkable polymer precursor, and a dispersion of a crosslinked co-sol-gel.
Abstract:
Described in several embodiments herein are injectable hydrogels that are capable of attracting one or more cells, in situ. In some embodiments, the cells are cancer cells, such as cancer stem cells. Also described herein are methods of using the injectable hydrogels to fill a cavity in a subject. Also described herein are methods of treating a cancer by injecting an injectable hydrogel in a cavity in a subject formed from resecting a tumor and applying an external stimulus to the injected injectable hydrogel or area proximate to the injected injectable hydrogel.
Abstract:
Techniques, systems, and devices are described for providing a computational frame for estimating high-dimensional stochastic behaviors. In one exemplary aspect, a method for performing numerical estimation includes receiving a set of measurements of a stochastic behavior. The set of correlated measurements follows a non-standard probability distribution and is non-linearly correlated. Also, a non-linear relationship exists between a set of system variables that describes the stochastic behavior and a corresponding set of measurements. The method includes determining, based on the set of measurements, a numerical model of the stochastic behavior. The numerical model comprises a feature space comprising non-correlated features corresponding to the stochastic behavior. The non-correlated features have a dimensionality of M and the set of measurements has a dimensionality of N, M being smaller than N. The method includes generating a set of approximated system variables corresponding to the set of measurements based on the numerical model.
Abstract:
Described herein are engineered polynucleotides and vectors capable of encoding one or more engineered harlequin and/or brown marmorated stink bug pheromone synthesis enzymes. Also described herein are engineered harlequin and/or brown marmorated stink bug pheromone synthesis enzymes. Also described herein are methods of making modified plants capable of expressing one or more harlequin and/or brown marmorated stink bug pheromone synthesis enzymes.
Abstract:
Described herein are embodiments of chemically modified neutrophils and pharmaceutical formulations thereof. Also described herein are 4-phenylbutyrate pharmaceutical formulations. Also described herein are methods of chemically modifying neutrophils. Also described herein are treatments for non-resolving inflammation and/or related diseases or conditions, including but not limited to atherosclerosis, cardiovascular disease, stroke, myocardial infarction, neurological disease, and/or a symptom thereof in a subject in need thereof.
Abstract:
A method of thermodynamic assessment of flow through a turbomachine having a compressor, comprising: receiving sensor readings from a plurality of acoustic sensors located about an intake for the turbomachine upstream of the compressor; and receiving pressure and stagnation temperature readings for the flow into the intake. A static temperature is determined for the flow into the intake and an average velocity of the flow over a flow area of the intake upstream of the compressor using the acoustic sensor readings. A mass flow rate of the flow through the intake is determined using the average velocity of the flow and the stagnation pressure.
Abstract:
Systems, methods, and computer-readable media for simulating the course of an event are provided. A processing unit can receive attributes of a synthetic population and select a synthetic-population graph from a data library based at least in part on the attributes. The processing unit can receive data of an intervention designed to affect the course of the event. The processing unit can then simulate the course of the event in the synthetic-population graph to produce an estimate of the event, based at least in part on the intervention. The event can include an epidemic, and the intervention can include vaccination, facility closures, or medication, in some examples. In some examples, the data library can include a social-contact graph determined at least in part by a broker software module.
Abstract:
Systems, methods, and computer-readable media for generating a data set are provided. One method includes generating a data set based on input data using a plurality of brokers. The method further includes receiving a request from a user and determining whether the request can be fulfilled using data currently in the data set. When the request can be fulfilled using data currently in the data set, the data is accessed using broker(s) configured to provide access to data within the data set. When the request cannot be fulfilled using data currently in the data set, at least one new broker is spawned using existing broker(s) and additional data needed to fulfill the request is added to the data set using the new broker. The method further includes generating a response to the request using one or more of the plurality of brokers.
Abstract:
Techniques, systems, and devices are described for providing a computational frame for estimating high-dimensional stochastic behaviors. In one exemplary aspect, a method for performing numerical estimation includes receiving a set of measurements of a stochastic behavior. The set of correlated measurements follows a non-standard probability distribution and is non-linearly correlated. Also, a non-linear relationship exists between a set of system variables that describes the stochastic behavior and a corresponding set of measurements. The method includes determining, based on the set of measurements, a numerical model of the stochastic behavior. The numerical model comprises a feature space comprising non-correlated features corresponding to the stochastic behavior. The non-correlated features have a dimensionality of M and the set of measurements has a dimensionality of N, M being smaller than N. The method includes generating a set of approximated system variables corresponding to the set of measurements based on the numerical model.